Commit Graph

6 Commits

Author SHA1 Message Date
Rajat Ahuja 833a89e70a
Turbopuffer and LanceDB Integration (#287)
* feat: init turbopuffer and lanceDB

* fix: remove destructive embedding migration

* fix: bug fixes

* fix: LanceDB

* fix: turbopuffer

* fix: search and add create_observations

* fix: use Async clients

* fix: search; protect agaainst failed vector create/delete

* fix: coderabbit comments

* fix: set up compose vector store and reconciliation loop

* feat: sync docs without embeddings

* fix: reduce batch size; comments; types; add indexes for reconciliation

* fix: add message embedding resilience

* fix: clean-up and migration test

* fix: cleanup 2

* fix: centralize retry logic; bump reconciliation batch; use tracked db; fix soft-delete race condition

* fix: skip double query when pgvector is primary

* fix: down migration

* fix: remove hard-delete from critical path and make PgVectorStore deletions a no-op

* fix: use soft-delete pattern for duplicate detection

* fix: steps toward deprecating MessageEmbedding table

* fix: remove composite and pgvector store -> make more specific

* fix: migration order

* fix: shorten reconciliation cycle + fix 'IN' equality check

* fix: coderabbit comments

* fix: add test for migration 7c0d9a4e3b1f

* feat: refactor to use ReconcilerScheduler

* fix: CR / opus comments

* fix: work unit key and reserve system workspace

* fix: make workspace_name nullable

* fix: clean up sync vectors

* fix: delete syntax

* fix: hash namespace

* External Vector Store Nits (#332)

* fix: Migration naming and long held connection

* chore: Comment for potential debt

* chore: update typescript core package

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2026-01-16 17:04:01 -05:00
Benjamin McCormick 5b7ae0d82c feat: API renaming and cleanup
- Rename API routes for consistency
- Add backwards-compatible conclusion and queue endpoints
- SDK cleanup and representation improvements
- Add reasoning_level param validation
- Fix thinking budget validation for Anthropic

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-12 16:50:40 -05:00
doria 578ef2c665
feat: agentic dreamer and agentic dialectic (#309)
* feat: add better params to working representation fetch in SDKs, return messages when added

* fix: working representation routes now accepting all parameters properly, with tests

* feat: add metadata/config fields to SDK objects where viable

* fix: tests

* feat: refactor SDKs to use representation config; [TEMP STAINLESS BUILD] update API

* feat: add representation object to sdks

* fix: use stainless sdk on branch

* fix: update TypeScript SDK tsconfig to use node16 module resolution

* fix: add isolatedModules = true to tsconfig

* fix: lol

* chore: coderabbit review

* feat: make delete session real

* feat: add observations routes with delete endpoints for documents. make session deletion real.

* chore: type cleanup

* fix: tests

* chore: coderabbit review

* fix: namespace by workspace

* feat: add ability to customize messages_per_summary at both workspace and session level

* chore: tests for summary config

* chore: coderabbit cleanup

* feat: make session and workspace config totally customizeable

* feat: add search by peer knowledge (#250)

* feat: search by peer perspective

* fix: enforce workspace in filters, make messages distinct in join

* fix: batch and merge migration steps

* fix: add refresh, add config to workspace, add refresh function, make fields readonly

* fix: search distinct

* fix: merge migrations

* fix: merge migrations

* fix: batch deletions, improve comments, limit consolidate dream to 100 docs at a time, auth on observations routes

* chore: review

* chore: coderabbit

* chore: review

* chore: broken comment

* feat: add set peer card route to API

* feat: create advanced configuration parameters with message>session>workspace hierarchy

* [wip] build unified testing harness

* chore: lint

* fix: cache invalidation, naming things, etc

* feat: longmem tests

* chore: peer config refactor

* feat: consolidate dream working, refactor representation

* fix: Various CR Comment Fixes

* feat: Allow configurable Redis port for harness instances and update cleanup methods to be asynchronous.

* feat: agentic ingestion task!!!

* feat: agentic deriver

* feat: dialectic agent and dreamer agent

* chore: browbeat tests into passing

* fix: nits

* chore: remove old code, update config files

* fix: simplify deriver

* feat: dialectic agent prompt updates, re-introduce non_agent deriver, eval tweaks

* feat: fast deriver, dreamer, then dialectic

* fix: tweaks across the board

* feat: add baseline tests

* feat: truncation in tools and client, tweaks for evals

* feat: add locomo, fix longmem judge!!!

* fix: locomo f1 is trash, use llm judge

* feat: trace creation

* feat: add first draft of obex benchmark, fix embedding model, fix locomo methodology

* fix: locomo session-optimized, better logging of cache usage and better cache usage

* chore: use openrouter for baselines

* fix: add test for merge migration

* chore: opus-powered cleanup

* fix: add config for vllm, better client

* chore: clean up clients.py a bit

* chore: move magic numbers to config, add tests for agent tools

* fix: wrong mock in dialectic tests, make ToolContext a dataclass

* feat: tweak prompts, make deriver explicit-only

* feat: more prompt & tool tweaks

* chore: more tweaks

* feat: dream with subagents

* fix: make dream trigger override scheduled, play around with dream agents

* chore: cleanup deriver

* chore: cleanup dialectic

* chore: cleanup orchestrator

* chore: comment out dream stuff, WIPing

* fix: inc temp on retry, typechecking

* feat: tweak dreaming

* feat: contradiction obs

* Add dream trees

* chore: preserve reasoning_details from openrouter in client

* fix: get_observation_context correct params

* fix: use correct message id in tool

* chore: cleanup longmem runner

* chore: clean up tests, remove dream tests for now as rearchitecting around trees

* chore: update stainless deps

* Update threholding mechanism

* chore: pre-commit hooks whitespace

* chore: clean up types

* feat: add explicit bench

* fix: address additional basepyright issues

* fix: adding logging as a fixture on honcho_llm_call and supporting dialectic loging. (#305)

* fix: lock on db for tool calls

* chore: clean up experimental derivers

* chore: coderabbit review cleanup

* feat: add streaming support to agentic dialectic

* feat: prometheus token tracking for deriver and dialectic

* fix: self-loops for isolated nodes

* chore: PascalCase for prometheus parameter typing

* feat: add reasoning levels to dialectic agent

* chore: delete old file, add new fake env vars in unittest.yml

* fix: all fields needed for dialectic reasoning level configs

* feat: track dreaming usage in prometheus

* chore: Create backwards compatabile conclusion and queue endpoints

* fix: remove redundant try-catch, add trace label, move .limit to end of statement

* fix: remove vignettes (for now), review fixes, remove merge migration, config cleanup

* chore: code review / cleanup

* chore: merge fixes

* chore: clean up, remove reasoning_focus, reintroduce peer cards in dreamers

* chore: code rabbit nitpicks

* fix: add unique index for pending dreams in queue

* fix: revert removal of surprisal in dreamer config

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
Co-authored-by: 3un01a <3un01a@plasticlabs.ai>
Co-authored-by: 3un01a <3un01a.labs@gmail.com>
Co-authored-by: ajspig <46900795+ajspig@users.noreply.github.com>
2026-01-12 15:12:17 -05:00
doria e3d345b961
API/SDK updates: configurability, more parameters. Unified test harness (#283)
* feat: add better params to working representation fetch in SDKs, return messages when added

* fix: working representation routes now accepting all parameters properly, with tests

* feat: add metadata/config fields to SDK objects where viable

* fix: tests

* feat: refactor SDKs to use representation config; [TEMP STAINLESS BUILD] update API

* feat: add representation object to sdks

* fix: use stainless sdk on branch

* fix: update TypeScript SDK tsconfig to use node16 module resolution

* fix: add isolatedModules = true to tsconfig

* fix: lol

* chore: coderabbit review

* feat: make delete session real

* feat: add observations routes with delete endpoints for documents. make session deletion real.

* chore: type cleanup

* fix: tests

* chore: coderabbit review

* fix: namespace by workspace

* feat: add ability to customize messages_per_summary at both workspace and session level

* chore: tests for summary config

* chore: coderabbit cleanup

* feat: make session and workspace config totally customizeable

* feat: add search by peer knowledge (#250)

* feat: search by peer perspective

* fix: enforce workspace in filters, make messages distinct in join

* fix: batch and merge migration steps

* fix: add refresh, add config to workspace, add refresh function, make fields readonly

* fix: search distinct

* fix: merge migrations

* fix: merge migrations

* fix: batch deletions, improve comments, limit consolidate dream to 100 docs at a time, auth on observations routes

* chore: review

* chore: coderabbit

* chore: review

* chore: broken comment

* feat: add set peer card route to API

* feat: create advanced configuration parameters with message>session>workspace hierarchy

* [wip] build unified testing harness

* chore: lint

* fix: cache invalidation, naming things, etc

* feat: longmem tests

* chore: peer config refactor

* feat: consolidate dream working, refactor representation

* fix: Various CR Comment Fixes

* feat: Allow configurable Redis port for harness instances and update cleanup methods to be asynchronous.

* fix: version bump, api/sdk updates

* fix: observation endpoints, deletion queue, sdk observation implementation

* chore: Fix migration order

* fix: Use published stainless sdks

* chore: (docs) update api-reference

* fix: (docs) update based on api and sdk changes

* fix: Code Rabbit Comments

* fix: Code Rabbit Final Nits

* fix: dream scheduler

* fix: SDK model type consistency

---------

Co-authored-by: Vineeth Voruganti <13438633+VVoruganti@users.noreply.github.com>
2025-12-03 16:49:30 -05:00
Rajat Ahuja d7bdcc3bc1
feat: codify queue columns (#254)
* feat: codify queue columns

* fix: batch with python loop control

* fix: cleanup merge

* fix: down revision

* fix: batch delete in migration

* feat: only run alembic tests for changed migration / test (#264)

* feat: only run alembic tests for changed migration / test
* fix: Run full test suite if alembic testing infra changes

* feat: codify times_derived + level on Document (#260)

* feat: codify times_derived + level on Document
* fix: CR comment

* fix: CodeRabbit comments

* fix: batch migrations; move types; remove fields from payload

* fix: rm duplicate table args

* fix: add messages.id FK
2025-11-07 13:22:24 -05:00
doria f988aae996
create Representation class and use it to unify all formatting (#214)
* feat: add optional JWT and webhook secrets to honcho instance creation

* chore: ignore spurious warnings

* feat: add response format if using gpt-5 model family

* feat: add response models to all apis except anthropic

* fix: raise NotImplementedError for response models in AsyncAnthropic client

* chore: address review

* [WIP] representation structure + deriver cleanup

* chore: add tests, cleanup

* feat: [WIP: semi-working] representation object

* fix: alignment

* fix: make observations hashable for dedup

* fix: datetime formatting, observation counting

* fix: switch to int for message id, clean up representation

* feat: remove need for metadata working rep

* chore: cleanup

* fix: use tenacity instead of custom fns

* feat: add representation and card to context if desired

* feat: add semantically relevant observations

* fix: pass all params to streaming, nonblocking streaming

* feat: consolidate document saving, make working representation fetching much smarter

* chore: add 100% test coverage of representation util

* feat: basic dream infra

* feat: dream queue item first pass

* chore: fixes & cleanup from coderabbit

* fix: dreams scheduled when new document count reaches a certain threshold

* feat: wip: timed dreams (not working)

* fix: test

* fix: remove useless pyright ignore

* fix: executing dreams

* feat: dreaming

* feat: [WIP] longmemeval bench

* feat: add USE_PEER_CARD setting, fix longmem test driver

* feat: get full working rep for dialectic in one swoop -- fix representation_from_documents to use the proper timestamp!

* fix: timestamps for real, handle assistant qs in longmem

* fix: remove old client, add batching to longmem

* perf: remove duplicate detection, will move to background task

* feat: track perf metrics on evals

* feat: adjust deriver prompt to use peer_id, add question date to question, clean up deriver

* fix: label metrics by task for better perf trace

* chore: code review

* feat: add efficiency score to longmem bench

* chore: tuning and cleaning up eval

* chore: bring in the big prompts

* feat: add support for vllm client

* feat: perf: bundle db calls in deriver and dialectic, increase max conns in docker db

* feat: add merge-sessions flag to longmemeval, add SUMMARY_ENABLED flag

* fix: COLLECT_METRICS default false

* chore: display start/end message ids, don't include in metrics

* fix: break large messages apart for eval

* fix: only get/create collection when needed

* feat: properly attribute documents with message id ranges and add session name column to documents

* fix: revert move of get_or_create_collection (need for fkey)

* fix: always get collection with peer name even if it's none

* chore: coderabbit

* fix: give peer card its own config, expand document schema, refactor get_context to be parallel, various cleanup chores and bugfixes

* chore: refactor: reify observer/observed system across entire codebase, including db migration

* refactor: cleanup code organization, make singletons where desired

* refactor: replace embeddings store with representation manager

* chore: coderabbit cleanup

* chore: update migration to non-null session param in documents, general review and cleanup

* chore: merge branch 'main' into ben/deriver-tidy

* chore: review fixes
2025-10-07 15:28:44 -04:00